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Why is Postgres scanning a huge table instead of using my index?

I noticed one of my SQL queries is much slower than I expected it to be, and it turns out that the query planner is coming up with a plan that seems really bad to me. My query looks like this:

select A.style, count(B.x is null) as missing, count(*) as total
  from A left join B using (id, type)
  where A.country_code in ('US', 'DE', 'ES')
  group by A.country_code, A.style
  order by A.country_code, total

B has a (type, id) index, and A has a (country_code, style) index. A is much smaller than B: 250K rows in A vs 100M in B.

So, I expected the query plan to look something like:

  • Use the index on A to select just those rows with appropriate country_code
  • Left join with B, to find the matching row (if any) based on its (type, id) index
  • Group things according to country_code and style
  • Add up the counts

But the query planner decides the best way to do this is a sequential scan on B, and then a right join against A. I can't fathom why that is; does anyone have an idea? Here's the actual query plan it generated:

 Sort  (cost=14283513.27..14283513.70 rows=171 width=595)
   Sort Key: a.country_code, (count(*))
   ->  HashAggregate  (cost=14283505.22..14283506.93 rows=171 width=595)
         ->  Hash Right Join  (cost=8973.71..14282810.03 rows=55615 width=595)
               Hash Cond: ((b.type = a.type) AND (b.id = a.id))
               ->  Seq Scan on b (cost=0.00..9076222.44 rows=129937844 width=579)
               ->  Hash  (cost=8139.49..8139.49 rows=55615 width=28)
                     ->  Bitmap Heap Scan on a  (cost=1798.67..8139.49 rows=55615 width=28)
                           Recheck Cond: ((country_code = ANY ('{US,DE,ES}'::bpchar[])))
                           ->  Bitmap Index Scan on a_country_code_type_idx  (cost=0.00..1784.76 rows=55615 width=0)
                                 Index Cond: ((country_code = ANY ('{US,DE,ES}'::bpchar[])))

Edit: following a clue from the comments on another question, I tried it with SET ENABLE_SEQSCAN TO OFF;, and the query runs ten times as fast. Obviously I don't want to permanently disable sequential scans, but this helps confirm my otherwise-baseless guess that the sequential scan is not the best plan available.

like image 211
amalloy Avatar asked Apr 17 '14 21:04

amalloy


1 Answers

If the query is actually faster with an index scan as your added test proves, then it's typically one or both of these:

  • Your statistics are off or not precise enough to cover irregular data distribution.
  • Your cost settings are off, which Postgres uses to base its cost estimation on.

Details for both in this closely related answer:

  • Keep PostgreSQL from sometimes choosing a bad query plan
like image 195
Erwin Brandstetter Avatar answered Oct 07 '22 00:10

Erwin Brandstetter